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白箱AGI架构探索：元认知（自我认知循环）、持续学习（知识飞轮）、世界模型（条件空间+语义时空图）、自我改进（自举纪律）、零LLM白箱管线与可审计信任护栏。

DeepSeek Harness (DSH) plugin: a live iOS Simulator — and a USB-connected iPhone — inside the conversation. 22 agent tools for booting, building, driving the UI by accessibility identity, OCR text or list rows, plus a streaming sidebar panel you can tap and drag on.

DeepSeek Harness plugin for Android — build, run, and interact with a live emulator or USB device stream inside a conversation, driven entirely through adb.

基于 Deepseek-Harness 核心底座打造的桌面版 Agent.继承底坐全部能力。并补全 IDE 相关功能。

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

Local first, desktop companion platform with animated pets, plugin SDK and coding-agent integrations.

Backend for AI coding agents on CloudBase — database, auth, functions via Plugin, Skills & MCP.

Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.

Your AI forgets every session. Give it a memory you can audit: local-first, review-gated agent memory — one SQLite vault for DSH, Claude Code, Codex, Cursor, OpenClaw, Hermes and MengBot (any MCP client), with an immutable audit log and a token ledger. Agents propose, humans approve. MIT, self-hosted, no cloud.

All-in-one board for DeepSeek Harness: MCP manager + Skills + WorkBuddy experts (attach/switch/detach any time) + tool-usage tailor + three direct markets (WorkBuddy connectors, SkillHub 190k+ skills) with one-click install · DSH 一体化看板：MCP/技能/专家随时挂换/工具账本/三大市场直连安装

第三方适配插件：把上游 REA（github.com/morluto/rea）的 MCP 服务接入 DeepSeek Harness，提供 mcp__rea__* 工具。2.x 会自动准备 Node、REA CLI、JDK 与 Ghidra 并把那一行接好；逆向分析能力全部由上游 REA 提供。

MCP management console for the official DSH MCP client: server CRUD with approval-gated, backed-up profile writes, a tool trial console through the official tool pipeline, health diagnostics, and connection status.

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.

Local-first MCP App for scientific figures. Import, review, and publish a global library on disk; reuse exact templates in Pi, DeepSeek Harness (dsh), Claude, Codex, Cursor, and Wisp.

管理 DeepSeek Harness 中工具与技能的暴露策略，支持按需检索与调用。Manage tool and skill exposure in DeepSeek Harness with on-demand discovery and invocation.

可视化 Agent 编排平台｜基于 DeepSeek Harness，支持 Workflow、Multi-Agent、元编排、MCP 与 Human-in-the-loop｜Visual AI Agent orchestration platform for workflows, multi-agent teams, MCP and human-in-the-loop

DeepSeek Harness 的 MCP 服务器管理插件：可视化界面管理 + 按需热注入，OAuth 鉴权支持，环境变量配置。

OpenRouter for agent tools. Join community here: https://discord.gg/6mQYYfFMAn

Windows desktop automation for DeepSeek Harness: the in-box MCP client bridge mounted against CursorTouch/Windows-MCP, with an off-by-default Computer Use switch and an in-app dependency installer.

🌌 Mebular 忆云 · 智能体共享记忆与任务协作 | One shared memory and task graph for all your AI agents and devices: automatic or on-demand, secure, controllable, and decentralized!

DeepSeek Harness Desktop App: a local AI desktop workspace for DSH Sessions, projects, files, web research, plugins, and Office artifacts.

Task-specific React apps for DeepSeek Harness with state carried into the next Agent turn

Enterprise AI asset governance: registers MCP servers, skills, agents, AI apps, model channels, SaaS connectors and NAS storage in one self-hosted ledger with lifecycle state machines, per-tool RBAC, department x agent x skill cost attribution, dependency topology and an append-only audit trail.

Carry durable task state across DeepSeek Harness, WorkBuddy, Claude Code and Codex with machine-readable checkpoints and optimistic locking.